title: Comparison of a discrete wavelet transform method and a modified undecimated discrete wavelet transform method for denoising of mammograms.
abstract: The purpose of this study was to evaluate the performance of a conventional discrete wavelet transform (DWT) method and a modified undecimated discrete wavelet transform (M-UDWT) method applied to mammographic image denoising. Mutual information, mean square error, and signal to noise ratio were used as image quality measures of images processed by the two methods. We examined the performance of the two methods with visual perceptual evaluation. A two-tailed F test was used to measure statistical significance. The difference between the M-UDWT processed images and the conventional DWT-method processed images was statistically significant (P<0.01). The authors confirmed the superiority and effectiveness of the M-UDWT method. The results of this study suggest the M-UDWT method may provide better image quality as compared to the conventional DWT.
authors.forename: Eri
authors.initials: E
authors.lastname: Matsuyama
authors.forename: Du-Yih
authors.initials: DY
authors.lastname: Tsai
authors.forename: Yongbum
authors.initials: Y
authors.lastname: Lee
authors.forename: Noriyuki
authors.initials: N
authors.lastname: Takahashi
mesh_terms: D000465:Algorithms; D016477:Artifacts; D003198:Computer Simulation; D005260:Female; D006801:Humans; D008327:Mammography / Q000295:instrumentation*; D011856:Radiographic Image Enhancement; D059629:Signal-To-Noise Ratio; D058067:Wavelet Analysis